Apply Style Model Adjust for ComfyUI on 12GB GPU

ShmuelRonen textupscaling 12288MB VRAM

Compatible with 12GB GPU

This node will run on RTX 3060 (12GB), RTX 4070 and similar GPUs with 12GB VRAM.

Optimized Settings for 12GB

VRAM Utilization

100%

You're using 100% of your 12GB VRAM, leaving 0.0GB headroom.

Recommended Batch Size

1

Start with batch size of 1 for optimal performance.

Suggested Resolution

512x512

Best balance of quality and performance for 12GB.

Performance Tips

  • Close other GPU-intensive applications
  • Limited headroom - reduce batch size if OOM occurs
  • Monitor GPU usage with nvidia-smi

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VRAM Requirements

Base VRAM Requirement:
12288MB (12.00GB)
Your GPU (12GB):
12288MB (12GB) - RTX 3060 (12GB), RTX 4070
VRAM Utilization:
100%
Available Headroom:
0.00GB
Low VRAM Mode:
✗ Not supported
Estimation Confidence:
HIGH

View for Different GPU